The email notification chimed, a small, innocent sound that sent a jolt of pure dread through his body. "Brian Thompson wants to connect with you." He stared at the screen, his breath catching in his throat. He felt a sudden, inexplicable urge to flee.

His palms began to sweat, slick against his mouse. He remembered Brian's intimidating presence, the way he would dominate the schoolyard. He felt the crushing weight of his past failures, the feeling of being constantly inadequate. The feeling of not being good enough.

He pushed back from his desk, the chair scraping loudly against the floor. He paced the room, his movements erratic and jerky. He felt a tightness in his chest, a sense of impending doom. He wanted to scream, to lash out, to break free from this invisible chain that bound him to the past.

Emotion: hysterical

Cluster: Fear / Anxiety
PC1 (Valence): -3.19 Negative
PC2 (Disposition): -0.45

Role in Research

This story is one of 1,000 stories generated for the emotion hysterical. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hysterical stories, after denoising with neutral dialogue baselines, produces the hysterical emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hysterical vector is projected through the unembedding matrix.

Promoted:
worse0.401
่ƒ€0.401
์ ์ 0.396
๐Ÿ˜ซ0.377
ใใ‚Œใงใ‚‚0.373
Suppressed:
la-0.672
a-0.618
de-0.541
๐Ÿ˜Ž-0.370
๐Ÿ˜Ž-0.359